CN105167290A - Method for obtaining clothing matching index based on human body external image characteristic analysis - Google Patents
Method for obtaining clothing matching index based on human body external image characteristic analysis Download PDFInfo
- Publication number
- CN105167290A CN105167290A CN201410227403.XA CN201410227403A CN105167290A CN 105167290 A CN105167290 A CN 105167290A CN 201410227403 A CN201410227403 A CN 201410227403A CN 105167290 A CN105167290 A CN 105167290A
- Authority
- CN
- China
- Prior art keywords
- accounts
- key element
- human body
- parameter
- dress ornament
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Landscapes
- Cosmetics (AREA)
Abstract
The invention provides a method for obtaining a clothing matching index based on human body external image characteristic analysis. The method comprises a test end and a clothing end. The test end performs weighting assignment and evaluation on human body external image parameters, and rapidly guides clothing matching of personal images, so as to satisfy market requirement of internet electronic commerce. Through sampling analysis and summary for fifty thousands of women in different regions in China on the basis of original imagology, an objective of obtaining a hair style, clothes, and accessories matched with a test object through analyzing each parameter of the human body image is achieved, so as to establish scientific theoretical basis for hairstylist design, costume design, and accessory design and selling. The method is suitable to be used for internet electronic commerce, and can also be used for overall plan of network recommended costume, cosmetics, hairstyle design, beauty makeup design, and fashion information, so as to satisfy market requirement that the internet electronic commerce efficiently, accurately, and rapidly guides clothing matching of personal images.
Description
Technical field
The present invention relates to a kind of image design method, particularly relate to a kind of method obtaining dress ornament match index based on human body external image signature analysis being applicable to the Internet, applications.
Background technology
Image design also claims vivid consultant, and work taken up scope carries out global design, guidance to personal image.For each side composite factor such as face and stature, makings and social role of everyone inherent human body color base eigen and people, by professional diagnosis instrument, test out Color Range and the stylistic category of people, find most suitable Clothing Color, hair dyeing look, color make-up look, dress ornament style style.Determine in the artistic principle of image design that key element is color and style, wear right color and style has just had 50% of favorable image, consider build, clothes texture, fabric, hair style, cosmetic etc. and then, if these beautiful key element 70-80% are qualified, this people just can reach the external image of star's rank.
The theory of image design is divided into color system and style system, " four seasons color theory " is the very popular colour applying system of current international fashion world, " four seasons color theory " carries out changes in temperature division the conventional look in life by the difference of keynote, forms the color group that four groups have harmonious relationships of one's own.Each colo(u)r group just coincide with the Nature four seasons color character, therefore distinguishes called after " spring " " autumn " (for warm colour system) and " summer ", " winter " (for cool colour system).This theoretical system to the colour of skin of people, pupil look, color development " color attribute " analyse scientifically equally, and by form and aspect, lightness, chroma skin color be divided into " spring ", " summer ", " autumn ", " winter " four season type, each season, type had one group of color group being applicable to controlling oneself, these colors are orderly and arrange regularly as the password of life, form the chromatogram that everyone enjoys all the life.Style system is moulded substrate, and women's dressing is divided into eight large styles by the image design of present main flow: drama type, fashionable type, classic type, romantic, graceful type, fashionable maiden's type, fashionable juvenile form, natural type; Male Dress slightly simplifies and is divided into five large styles: drama type, fashionable type, classic type, romantic, graceful type.
Tradition background just described above, the operation number of image design industry is in niche markets due to the dual-pressure facing operation and technology always.Because vivid consultant needs the customer traits held in the short time a lot, comprise the lightness, purity, form and aspect etc. of the age of client, occupational identity, the pupil look of observation client, color development, the colour of skin; And by virtue of experience and understand and master the straight song of client's bone lines, amount sense, face structure, facial line, temperament characteristics etc., thus make comprehensive comprising for client: the overall project of build key element, hair style key element, cosmetic key element, clothes fashion key element, pieces of ornament accessories key element, individual character key element, psychological factor.High professional power of a test and comprehensibility, experience are needed for image designer, therefore the image designer that China is now ripe is less than 100,000, every image designer working limit of a year only can provide a complete set of service for 50 consumers, and general population is difficult to the service of the image designer enjoying specialty.
Summary of the invention
For above-mentioned defect and the problem of prior art, the object of the embodiment of the present invention is to provide a kind of method obtaining dress ornament match index based on human body external image signature analysis, thus realize image design service networking, industrialization, popular, reproducibleization, and be effectively combined with the point-of-sale terminal of ecommerce, the value-added service of image design is carried out while consumer's net purchase, general population is allowed to become benefited colony, the image of user can be increased substantially by the method, dress ornament and idiosyncrasy reach highly harmonious.
Technical scheme of the present invention is by all key elements to personal image key element, comprise clothes, accessories, footwear bag, cosmetics, hair style design parameter mate with human body external physical characteristic parameter, by considering " stylistic category, coloured typies, build " three parameters, give coupling angle value to evaluate, meet the market demand that efficient, the accurate coupling of the dress ornament to personal image of internet electronic business carries out instructing fast.
In order to achieve the above object, the invention provides following technical scheme:
Obtain the method for dress ornament match index based on human body external image signature analysis, be divided into test lead and dress ornament end, described test lead is weighted assignment to body configuration's parameter, and genre parameters accounts for 40% of human body and dress ornament match index total value; Color parameter accounts for 40% of human body and dress ornament match index total value; Shape parameter accounts for 20% of human body and dress ornament match index total value.Hair wherein in color parameter, eyes, skin, lip look key element respectively account for 25% weight of color parameter, face's atmosphere key element in genre parameters accounts for 40%, body type outline element accounts for 20%, flavor key element accounts for 40%, face's atmosphere key element is divided into shape of face and face, Ge Zhan face atmosphere key element weight 50%, flavor key element be divided into congenital expression in the eyes and the day after tomorrow personality, respectively account for flavor key element weight 50%.
Described dress ornament end is weighted assignment to the dress ornament parameter adapting to human body, and color parameter accounts for 40%, and genre parameters accounts for 40%, and shape parameter accounts for 20%.Wherein in color parameter, each key element weight distribution is: form and aspect account for 50%, lightness accounts for 20%, purity accounts for 30%, in genre parameters, each key element weight distribution is: the cutting of neck portion accounts for 20%, lines of outline key element accounts for 40%, material texture key element accounts for 5%, color atmosphere key element accounts for 10%, accessory key element accounts for 10%, pattern elements accounts for 15%, in shape parameter, cutting key element accounts for 100%, the color parameter of described test lead, genre parameters, shape parameter respectively with dress ornament end color parameter, genre parameters, shape parameter carries out contrast coupling.
Technique scheme, is applied to internet electronic business and uses.
The present invention sums up carry out sampling analysis by 50,000 women of deifferent regions.China on the basis that original image is learned after, carry out analyzing the object of the hair style, dress ornament and the accessories that obtain mating with tested object by each parameter of human body image, for stylist, dress designing, ornaments design and the theoretical foundation of selling science of setting up, go for internet electronic business to use, carry out the overall plan of network recommendation dress ornament, cosmetics, hair style design, makeups design and Fashion Info, and effectively reach the one-stop purchase of electric business.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
Fig. 1 is schematic process flow diagram of the present invention.
Detailed description of the invention
Below in conjunction with embodiments of the invention, be clearly and completely described technical scheme of the present invention, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
In appearance, stature, personality etc., very large difference all can be had due to interpersonal, the present invention sets for genre parameters according to edge analysis method, amount sense analytic approach, individual dress ornament style rule adjective analysis method, as the unified theoretical foundation arranging genre parameters of test lead, in table 1, be specially:
1, edge analysis method
Edge analysis method is that adopt the contour feature being obtained people by way of questionnaires such as test lead face, face, healths, contour feature is divided into linear pattern, shaped form and osculant according to human skeleton outline line.
2, amount sense analytic approach
Amount sense analytic approach refers to according to human skeleton amount sense and ratio, read the feature of the amount sense of the entirety of people, adopt the feature being obtained sense by way of questionnaires such as test lead shape of face, face, build, height, body weight, amount sense feature is divided into large matrix type (amount sense is heavy), little matrix type (amount sense is light) and osculant.
3, individual dress ornament style rule adjective analysis method
Individual's dress ornament style adjective analysis method refers to the inherent external makings that comprehensively formed by face, health and character trait by observing and read people and atmosphere, with properly showing the descriptive adjective of its personal characteristics out, and filter out topmost adjective, thus judge the dress ornament style of people.Below for women:
A is sweet, the youth---and (sweet Loli)
B is gentle, graceful---and (graceful gentlewoman)
C is magnificent, charming---and (romantic)
D is handsome, fashion---and (neutral cruel handsome)
The happy-go-lucky sincereness of E, simple elegant freehand brushwork---(naturally gloomy female)
F intellectual, maturation, generous---(city name beautiful woman)
Table 1 genre parameters is classified and is accounted for weight
According to Fig. 1, as embodiment, obtain the method for dress ornament match index based on human body external image signature analysis, be divided into test lead and dress ornament end, described test lead is weighted assignment to body configuration's parameter, and " genre parameters " accounts for 40% of human body and dress ornament match index total value; " color parameter " accounts for 40% of human body and dress ornament match index total value; " shape parameter " accounts for 20% of human body and dress ornament match index total value.
One, test lead obtains genre parameters by human test
Face's atmosphere key element in genre parameters accounts for 40%, and body type outline element accounts for 20%, and flavor key element accounts for 40%, face's atmosphere key element is divided into shape of face and face, Ge Zhan face atmosphere key element weight 50%, flavor key element be divided into congenital expression in the eyes and the day after tomorrow personality, respectively account for flavor key element weight 50%.
By adopting edge analysis method, amount sense analytic approach and individual dress ornament style rule adjective analysis method three kinds of analytical methods to derive as theoretical foundation, and repeatedly verified by human test and make following standard words.
Flavor key element be divided into congenital expression in the eyes and the day after tomorrow personality, congenital expression in the eyes is judged by eyes, accounts for flavor key element weight 50%, in the technical program, bright, One's eyesight is sharp, have distance perspective, belongs to city name beautiful woman, neutral cruel handsome type; Gentle, sedate, have affinity, belong to graceful gentlewoman, city name beautiful woman, naturally gloomy female's type; Become clear, tenderness is amorous, even coverd with one deck, belongs to Luo Mandike, sweet Loli's type; Bright, frank, lovely, have affinity to belong to sweet Luo Li, neutral cruel handsome type; Personality will be judged by perception the day after tomorrow, account for flavor key element weight 50%, in the technical program, sweet, the youth belongs to sweet Luo Li type, gentle, graceful, belong to graceful gentlewoman's type, magnificent, charming, belong to Luo Mandike type, handsome, fashion, belongs to neutral cruel handsome type, happy-go-lucky sincereness, simple elegant freehand brushwork, belong to the gloomy female's type of nature, intellectual, maturation, generously belong to city name beautiful woman type.
Body type outline element 20% is in order to evaluate the build of human body, and in technical scheme of the present invention, buman body type is divided into A type, generally can for finger city name beautiful woman, graceful gentlewoman, romantic, sweet Luo Li type human; O type, generally can for finger city name beautiful woman, graceful gentlewoman, sweet Luo Li type human; H type, generally can for the cruel general of neutrality, naturally gloomy female, city name beautiful woman, graceful gentlewoman, romantic, sweet Luo Li type human; X-type, generally can for city name beautiful woman, graceful gentlewoman, romantic, sweet Luo Li type human.
Face's atmosphere key element is divided into shape of face and face, Ge Zhan face atmosphere key element weight 50%, in face's atmosphere key element, shape of face is categorized as: be softly mellow and fullly applicable to romantic, graceful gentlewoman, sweet Loli's type people, straight line bony is applicable to neutral cruel general, naturally gloomy female, city name beautiful woman type people, soft mellow and full but be applicable to city name beautiful woman, graceful gentlewoman, romantic, sweet Loli, naturally gloomy female's type people with boning out corner angle; In face's atmosphere key element, face are categorized as: exquisite, be softly applicable to neutral cruel general, city name beautiful woman, graceful gentlewoman, romantic, sweet Luo Li type people, clean cut, solid are applicable to neutral cruel general, city name beautiful woman, graceful gentlewoman's type people, face plane, are softly applicable to the gloomy female of nature, city name beautiful woman, graceful gentlewoman, sweet Luo Li type people.
Two, test lead obtains human body color parameter, color parameter is corresponded to hair by the present invention, eyes, skin, lip color part are divided into type in spring respectively, summer type, autumn type, winter type four type, in table 2, hair in color parameter, eyes, skin, lip look key element respectively account for 25% weight of color parameter, can judge according to the classification of table 1.
Table 2 color parameter is classified
Three, test lead obtains shape parameter by human test, the technical program, and Asia women build is divided into H type, S type, T-shaped, O type according to outline lines, and criteria for classification is: A type: shoulder is narrower than buttocks, buttocks and leg plentiful, centre of body weight under; H type: measurements of the chest, waist and hips width is close, and especially lumbar curve is not obvious, outline is almost straight up and down; O type: waist abdomen is mellow and full plentiful, has a large waist and not obvious, and buttocks is wider, and belly is given prominence to; X-type: shoulder is close with buttocks width, has obvious lumbar curve.
The corresponding test lead match index of dress ornament end of the present invention, assignment is weighted to the dress ornament parameter adapting to human body, color parameter accounts for 40%, genre parameters accounts for 40%, shape parameter accounts for 20%, wherein in color parameter, each key element weight distribution is: form and aspect account for 50%, lightness accounts for 20%, purity accounts for 30%, in genre parameters, each key element weight distribution is: the cutting of neck portion accounts for 20%, lines of outline key element accounts for 40%, material texture key element accounts for 5%, color atmosphere key element accounts for 10%, accessory key element accounts for 10%, pattern elements accounts for 15%, in shape parameter, cutting key element accounts for 100%, the color parameter of described test lead, genre parameters, shape parameter respectively with dress ornament end color parameter, genre parameters, shape parameter carries out contrast coupling, obtain the value of mating.
One, dress ornament end style equivalency index, total value 40%
Dress ornament, according to following key element, judges main air lattice 40%, auxiliary style 20% in table 3, repels style 0%
Table 3 dress ornament judges key element
Two, dress ornament end color equivalency index, total value 40%
Due to the field that color is very abundant complexity, each color has more delicate differentiation, such as spring, look also can be applied to autumn or winter type people equally, just visual experience has difference, therefore the present invention adopts accurate commending system to meet numerous netizens to the omnibearing demand of color, reaches accurate and the target of diversification.Accurate commending system all determines corresponding mass-tone system (optimum efficiency 40%), auxiliary colour system (secondary good effect 20%) and available colour system (general effect 10%) to all conventional looks and gets rid of look (counter productive 0%).In table 4, be exemplified below:
Table 4, color colour system is classified
The technical program for the criterion that color is selected is: the change situation of the Color pair people be applicable to:
1, whole people looks and allows people feel scintillating by very spiritedness;
2, the colour of skin is highlighted;
3, skin seem glossy, compact, transparent, fine and smooth;
4, face profile solid is clear;
5, flaw (dark-coloured around livid ring around eye, pouch, fleck, little microgroove, nasolabial groove) is desalinated;
6, the look weight sense of head is balanced harmonious with the color of clothes;
7, elegant.
Three, dress ornament end build equivalency index is in table 5, total value 20%, and the good setting value of upper body effect that clothes is through human body is 20%, is not suitable for 0%.
Table 5 dress ornament end build equivalency index
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; change can be expected easily or replace, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should described be as the criterion with the protection domain of claim.
Claims (2)
1. obtain the method for dress ornament match index based on human body external image signature analysis, it is characterized in that: be divided into test lead and dress ornament end.
Described test lead is weighted assignment to body configuration's parameter, and genre parameters accounts for 40% of human body and dress ornament match index total value; Color parameter accounts for 40% of human body and dress ornament match index total value; Shape parameter accounts for 20% of human body and dress ornament match index total value.Hair wherein in color parameter, eyes, skin, lip look key element respectively account for 25% weight of color parameter, face's atmosphere key element in genre parameters accounts for 40%, body type outline element accounts for 20%, flavor key element accounts for 40%, face's atmosphere key element is divided into shape of face and face, Ge Zhan face atmosphere key element weight 50%, flavor key element be divided into congenital expression in the eyes and the day after tomorrow personality, respectively account for flavor key element weight 50%.
Described dress ornament end is weighted assignment to the dress ornament parameter adapting to human body, and color parameter accounts for 40%, and genre parameters accounts for 40%, and shape parameter accounts for 20%.Wherein in color parameter, each key element weight distribution is: form and aspect account for 50%, lightness accounts for 20%, purity accounts for 30%, in genre parameters, each key element weight distribution is: the cutting of neck portion accounts for 20%, lines of outline key element accounts for 40%, material texture key element accounts for 5%, color atmosphere key element accounts for 10%, accessory key element accounts for 10%, pattern elements accounts for 15%, in shape parameter, cutting key element accounts for 100%, the color parameter of described test lead, genre parameters, shape parameter respectively with dress ornament end color parameter, genre parameters, shape parameter carries out contrast coupling.
2. the method obtaining dress ornament match index based on human body external image signature analysis according to claim 1, is characterized in that: be applied to internet electronic business and use.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410227403.XA CN105167290A (en) | 2014-05-27 | 2014-05-27 | Method for obtaining clothing matching index based on human body external image characteristic analysis |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410227403.XA CN105167290A (en) | 2014-05-27 | 2014-05-27 | Method for obtaining clothing matching index based on human body external image characteristic analysis |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN105167290A true CN105167290A (en) | 2015-12-23 |
Family
ID=54890127
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201410227403.XA Pending CN105167290A (en) | 2014-05-27 | 2014-05-27 | Method for obtaining clothing matching index based on human body external image characteristic analysis |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105167290A (en) |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106529040A (en) * | 2016-11-12 | 2017-03-22 | 温州大学 | Overall personal image determining and diagnosis system |
| CN107273952A (en) * | 2017-06-15 | 2017-10-20 | 邂逅时尚（大连）科技有限公司 | One kind is accompanied sb. to do shopping machine |
| CN108596094A (en) * | 2018-04-24 | 2018-09-28 | 杭州数为科技有限公司 | Personage's style detecting system, method, terminal and medium |
| CN109584014A (en) * | 2018-12-03 | 2019-04-05 | 无锡创思感知科技有限公司 | Intelligent clothing matching system |
| TWI696138B (en) * | 2019-01-18 | 2020-06-11 | 國立臺北商業大學 | Recommendation system and method for dialogue interface |
| CN111408129A (en) * | 2020-02-28 | 2020-07-14 | 苏州叠纸网络科技股份有限公司 | Interaction method and device based on virtual character image and storage medium |
| CN113222971A (en) * | 2021-05-31 | 2021-08-06 | 深圳市蝶讯网科技股份有限公司 | Method for browsing styles by colors and collocation, computer equipment and storage medium |
-
2014
- 2014-05-27 CN CN201410227403.XA patent/CN105167290A/en active Pending
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106529040A (en) * | 2016-11-12 | 2017-03-22 | 温州大学 | Overall personal image determining and diagnosis system |
| CN107273952A (en) * | 2017-06-15 | 2017-10-20 | 邂逅时尚（大连）科技有限公司 | One kind is accompanied sb. to do shopping machine |
| CN108596094A (en) * | 2018-04-24 | 2018-09-28 | 杭州数为科技有限公司 | Personage's style detecting system, method, terminal and medium |
| CN109584014A (en) * | 2018-12-03 | 2019-04-05 | 无锡创思感知科技有限公司 | Intelligent clothing matching system |
| TWI696138B (en) * | 2019-01-18 | 2020-06-11 | 國立臺北商業大學 | Recommendation system and method for dialogue interface |
| CN111408129A (en) * | 2020-02-28 | 2020-07-14 | 苏州叠纸网络科技股份有限公司 | Interaction method and device based on virtual character image and storage medium |
| CN113222971A (en) * | 2021-05-31 | 2021-08-06 | 深圳市蝶讯网科技股份有限公司 | Method for browsing styles by colors and collocation, computer equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105167290A (en) | Method for obtaining clothing matching index based on human body external image characteristic analysis | |
| CN108256975A (en) | Wearing for 3-D effect is provided for virtual fitting person take system and method based on artificial intelligence | |
| US20070047761A1 (en) | Methods Of Analyzing Human Facial Symmetry And Balance To Provide Beauty Advice | |
| CN102622613B (en) | Hair style design method based on eyes location and face recognition | |
| KR101563124B1 (en) | Personal color matching system and matching method thereof | |
| CN106709781A (en) | Personal image design and collocation purchasing device and method | |
| CN101477560A (en) | Clothing matching system and method based on scheme database | |
| CN103310234B (en) | The method of coupling hair style, dress ornament and/or accessories is obtained based on face signature analysis | |
| CN107153805A (en) | Customize makeups servicing unit and method | |
| JP6604644B1 (en) | Fashion type diagnosis system, fashion type diagnosis method | |
| KR101074691B1 (en) | Apparatus and method for providing personal image in on-line interface | |
| CN102376051A (en) | Computer try-on glass matching system in coincidence with human engineering and method thereof | |
| KR100767133B1 (en) | Makeup color image sorting method and makeup color image map | |
| CN103258271A (en) | System and method of natural person digitalized image design | |
| Liu et al. | Magic mirror: An intelligent fashion recommendation system | |
| CN104317866B (en) | A kind of ready-made clothes matching process and its electronic device | |
| Zhou et al. | Research on optimization design of men's suit considering users' perception | |
| Varshovi | Facial makeup detection using HSV color space and texture analysis | |
| Choi et al. | Headdress Designs appearing in Haute Couture Collection-Focused on 2010 S/S~ 2015 S/S | |
| CN110069716B (en) | Beautiful makeup recommendation method and system and computer-readable storage medium | |
| CN110930294A (en) | Intelligent hair style recommendation and presentation method | |
| Oh et al. | Effect of skin tones on color emotion of lipstick colors | |
| Oh et al. | A quantitative and qualitative study on virtual makeup of instant beautifying application-Focus on color and shape | |
| KR20010088655A (en) | Electronic business system for clothes | |
| Wickramarathne et al. | Trenditex: An intelligent fashion designer |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20151223 |